Dheeraj Kumar

Employment

• IIT Roorkee Associate Professor
  2025 - Present
• IIT Roorkee Assistant Professor
  2019 - 2025
• Purdue University Post-doc researcher
  2017 - 2019
• LNM Institute of Information Technology Lecturer
  2011 - 2012
• Applied Micro Circuits Pvt. Ltd. Design Engineer
  2010 - 2011

Education

• University of Melbourne Ph.D.
  2012 - 2017
• Indian Institute of Technology Kanpur B.Tech - M.Tech Dual Degree
  2005 - 2010

Projects & Funding

Projects & funding information is unavailable.

Publications (28)

• Finding Prominent Clusters in VAT Family of Algorithms
  2027 DOI: 10.1007/978-3-032-34896-8_1
  +Save
• Detecting Smart Ponzi Schemes on Blockchain Using Machine Learning: A Comprehensive Survey
  Distributed Ledger Technologies: Research and Practice 2026 DOI: 10.1145/3761827
  +Save
• Enhancing Smart Cities With Federated Learning: A Framework for Secure, Scalable, and Intelligent Urban Sensing Systems
  IEEE Internet of Things Magazine 2026 DOI: 10.1109/MIOT.2025.3581347
  +Save
• Hybrid Temporal Modeling for Class Imbalance-Aware Human Activity Forecasting
  IEEE Sensors Journal 2026 DOI: 10.1109/JSEN.2026.3698786
  +Save
• Novel Deep Learning Architectures for Soybean Kernel Defect Classification
  IEEE Transactions on AgriFood Electronics 2026 DOI: 10.1109/TAFE.2026.3688499
  +Save
• dnccVAT : A Fully Distributed Approach for Clustering Tendency Assessment of IoT Generated Spatio-Temporal Data
  IEEE Transactions on Parallel and Distributed Systems 2026 DOI: 10.1109/TPDS.2026.3657795
  +Save
• Enhanced interpretation of novel datasets by summarizing clustering results using deep-learning based linguistic models
  Applied Intelligence 2025 DOI: 10.1007/s10489-025-06250-6
  +Save
• Federated Learning for Urban Sensing Systems: A Comprehensive Survey on Attacks, Defences, Incentive Mechanisms, and Applications
  IEEE Communications Surveys & Tutorials 2025 DOI: 10.1109/COMST.2024.3434510
  +Save
• A Novel Algorithm for Evaluating Clustering Propensity of IoT-Generated Spatio-Temporal Data Geared for Distributed Systems
  IEEE Sensors Journal 2024 DOI: 10.1109/JSEN.2023.3322464
  +Save
• Computation and communication efficient approach for federated learning based urban sensing applications against inference attacks
  Pervasive and Mobile Computing 2024 DOI: 10.1016/j.pmcj.2024.101875
  +Save